Machine Learning integration in Stream Analytics

Stream Analytics provides support for user defined functions that call out to Azure Machine Learning endpoints. REST API support for this feature is detailed in the Stream Analytics REST API library. This article provides supplemental information needed for successful implementation of this capability in Stream Analytics. A tutorial has also been posted and is available here. Overview: Azure Machine Learning terminology Microsoft Azure Machine Learning provides a collaborative, drag-and-drop tool you can use to build, test, and deploy predictive analytics solutions on your data. This tool is called the Azure Machine Learning Studio. The studio will be utilized to interact with the Machine Learning resources and easily build, test and iterate on your design. These resources and their definitions are below. Workspace: The workspace is a container that holds all…